Original Summary

I’ve been a trader at a prop trading firms since 2014. Over those years I kept running into the same problem, and I think most retail traders and investors do too: the problem isn’t the lack of data, it’s a lack of context. So I built HYFOS - it turns scattered data (mostly SEC fillings) into structured context. You probably know NVIDIA matters, AI matters, data centers matter. The valuable part isn’t any of those facts. It’s the system: AI demand -> GPU demand -> advanced packaging -> HMB memory -> networking -> cooling ->power infrastructure -> utility investment -> transformers -> copper -> industrial equipment. So the platform makes those chains visible. It doesn’t answer “what’s the price?” Or “what did they report?”. It answers how does the ecosystem work, and where does each company sit inside it. Normal research starts with ticker, and you work manually - suppliers, customers, competitors. It’s slow, and it’s biased toward companies you already know. HYFOS revers that. You start with a theme - AI Infrastructure, Defense Modernization, Industrial Automation, etc.. and the platform shows: who participates and in what role who supplies whom, who depends on whom which bottleneck is current and which is next which recent events change the picture https://imgur.com/a/QcqTzu9 One of my absolute favorite things to do is going in nature, searching and foraging for mushrooms so the product is inspired by mycelium, hyphae and biological networks. Mycelium is the hidden network under the forest floor, and thats how I think about the economy - the most important connections aren’t visible from a company profile or a sector label. All connections carried source of the information. Whole information of the relations between companies, bottlenecks, thesis, etc. is grounded. It is not some ai api at the backend which is asked who are customers of AMD and it spits a list of companies. https://imgur.com/a/biXJtKr The platform also tracks events and clusters them, so new themes show up on their own. For example the latest one is Unmanned Maritime Systems. https://imgur.com/a/ABHYrGQ https://imgur.com/a/LScyv45 The platform is feature-complete, doing final polish and some edge cases. Hoping to launch in couple of months. There will be a free tier. If you are interested: hyfos.com @/HYFOSPlatform on X   submitted by   /u/Academic_Purple_2878 [link]   [comments]

  • 情报分类：技术学习与提效
  • 分类依据：内容涉及技术、AI、软件工具或工程实践
  • 信息来源：Reddit · SideProject
  • 发布时间：2026/9/29 20:05:47